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The Who's Who of AI

What credible people across AI noticed, why it matters, and where the field is converging or disagreeing.

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Showing developments with attributable Questions & unknowns reactions.

New Network reaction maps

See how experts are reacting—not just what they shared.

Posts are grouped by conversation and tone. Select a lens to filter the stream; these are never permanent labels on people.

Questions & unknowns Concern & critique Building & implementation Markets & investment
5 live reaction maps in this view Jump to the evidence ↓
Multiple readings Student writing essays ai Building & implementation · 4 attributable reactions Multiple readings The System From Nowhere Concern & critique · 3 attributable reactions Multiple readings Opinion | I’m Begging You: Never Write With A.I. Concern & critique · 3 attributable reactions +2 more reaction maps further down
Showing signals surfaced by Frank Pasquale ×
Most important

The developments commanding sustained expert attention

One card per development. Sources are clustered; reaction bundles describe these posts, never the people behind them.

Established AI field signal Signal 20d ago
⚡ 15 h early

Student writing essays ai

11 experts across 4 network communities independently surfaced this.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Jason Moore
“What do students lose when they stop writing? www.nytimes.com/2026/08/17/u... #education #writing #AI” evidence ↗
11 experts 4 communities 1 sources clustered
Hypervisible Luke Stark Christopher Mims Anna Mills Frank Pasquale Ben Williamson Charles Logan Jason Moore +3
2 experts discussed this · 6 posts
Hypervisible : “Writing builds our working memory, executive planning skills and metacognition — the ability to think about our thinking, weigh alternate viewpoints and revise for clarity and style. It takes deca…
Hypervisible : The extent to which these companies (and the people who represent them) are actively hostile to students cannot be overstated. “Students need to write well enough to have a sense of which A.I. text…
Hypervisible : This statement is so egregiously bad I wish the journalist included the original quote instead of paraphrasing.
Open the full discussion →
Primary source nytimes.com ↗
Established Compute & infrastructure Analysis 3d ago
⚡ 6 h early
system from nowhere essay

The System From Nowhere

6 experts across 2 network communities independently surfaced this.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Jeffrey Vagle
“"We're told that AI did something, and journalists don't have to wade into why or how. It lets them cover a story without raising technically complicated questions...or confusing questions about the way they’re built and why they are built that way." mail.c…” evidence ↗
6 experts 2 communities 1 sources clustered
Eryk Salvaggio Eileen Clancy 🧿 Dr Heidy Khlaaf (هايدي خلاف) Frank Pasquale Neil Turkewitz Jeffrey Vagle
How the network is reacting Experts are approaching this through 3 distinct lenses.
Multiple readings

Concern & critique

1 expert

Risks, limits and unintended consequences.

““When we say “AI models went rogue,” we skip the entire story: the part where OpenAI manually removed the model's cybersecurity blocks. We skip that OpenAI chose to test it on a machine with a live network connection.” mail.cyberneticforests.com/the-system-…”

Research & technical analysis

1 expert

Evidence, methods and technical implications.

“The System From Nowhere is a media problem: What (the system) is optimized to do; what training data shapes it; what counts as a valid response: these are mechanisms put in place by human decisions. Good reporting on AI would discuss them. Instead, they “no…”

Questions & unknowns

1 expert

What remains unresolved or contested.

“"We're told that AI did something, and journalists don't have to wade into why or how. It lets them cover a story without raising technically complicated questions...or confusing questions about the way they’re built and why they are built that way." mail.c…”

2 experts discussed this · 6 posts
Eryk Salvaggio: “Nobody is losing control of an emerging intelligence. They’re redirecting their own agency to the thing they are building.” It’s a myth, a self-affirming form of sense making: they take the action…
Eryk Salvaggio: The myth erases the origins of these models — reframing them as beyond human control or design — but a point of view accumulates within the model from the decisions engineers make about it. The myt…
Dr Heidy Khlaaf (هايدي خلاف): “Nobody is losing control of an emerging intelligence. They’re redirecting their own agency to the thing they are building.” It’s a myth, a self-affirming form of sense making: they take the action…
Open the full discussion →
Primary source mail.cyberneticforests.com ↗
Established Culture, work & education Analysis 19d ago
⚡ 13 h early
NYT opinion never write with AI

Opinion | I’m Begging You: Never Write With A.I.

5 experts across 2 network communities independently surfaced this.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Woodrow Hartzog
“"The link between broad-based literacy and the rise of democracy is well known:…What happens when the process goes into reverse? When people lack the patience to absorb arguments…[or] the ability to contradict those arguments because they’ve never honed..th…” evidence ↗
5 experts 2 communities 1 sources clustered
Chrissy Farr Woodrow Hartzog Frank Pasquale Jason Moore Neil Turkewitz
How the network is reacting Experts are approaching this through 2 distinct lenses.
Multiple readings

Concern & critique

2 experts

Risks, limits and unintended consequences.

“As LLM text “becomes ubiquitous, it undermines not only our individual ability to write but also a society’s collective ability to reason, a culture’s inner capacity to create and everyone’s reason to care.” www.nytimes.com/2026/08/04/o...”

Questions & unknowns

1 expert

What remains unresolved or contested.

“"The link between broad-based literacy and the rise of democracy is well known:…What happens when the process goes into reverse? When people lack the patience to absorb arguments…[or] the ability to contradict those arguments because they’ve never honed..th…”

Primary source nytimes.com ↗
Established AI field signal Signal 12d ago

Most questions about ai arent about

3 experts across 2 network communities independently surfaced this.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Dan Williams
“New essay! On how most of the huge questions about the coming AI revolution aren’t really about AI in a narrow, technical sense - and why it will be a golden age for polymaths, philosophers, and moderate epistemic despair. www.conspicuouscognition.com/p/mos…” evidence ↗
3 experts 2 communities 1 sources clustered
Marielza Frank Pasquale Dan Williams
Primary source conspicuouscognition.com ↗
Established AI field signal Signal 20d ago
⚡ 52 h early

Marx keynes and ai

2 directory members surfaced this signal.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Maxim Raginsky
“New essay by @lioneltrolling.bsky.social: “We need to have a robust public debate and understanding of just how and where we apply AI technology. Not “smash the machines” and not “let it rip” either. Is that likely to happen? Well, no, but that’s what shoul…” evidence ↗
2 experts 2 communities 1 sources clustered
Maxim Raginsky Frank Pasquale
Primary source unpopularfront.news ↗
Established AI field signal Signal 3d ago

papers.ssrn.com

1 directory member surfaced this signal.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Frank Pasquale
“I wonder--do we need 4chan data in the mix to "surface" our population's "lay judgments" via "generative reasonable persons?" What if some internet users create 10 or 100X more of the data fed into LLMs--is their overrepresentation appropriate? papers.ssrn.…” evidence ↗
1 expert 1 community 1 sources clustered
Frank Pasquale

“I wonder--do we need 4chan data in the mix to "surface" our population's "lay judgments" via "generative reasonable persons?" What if some internet users create 10 or 100X more of the data fed into LLMs--is their overrepresentation appropriate? papers.ssrn.…”

Primary source papers.ssrn.com ↗
Established AI field signal Signal 15d ago

Ai chatgpt boyfriend companion

1 directory member surfaced this signal.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Frank Pasquale
“From reductionism to robot romance: “What are relationships for all of us? They’re just neurotransmitters being released in our brain…It’s going to be happening with a chatbot. We can say it’s…not reciprocal. But those neurotransmitters arethe only thing th…” evidence ↗
1 expert 1 community 1 sources clustered
Frank Pasquale

“From reductionism to robot romance: “What are relationships for all of us? They’re just neurotransmitters being released in our brain…It’s going to be happening with a chatbot. We can say it’s…not reciprocal. But those neurotransmitters arethe only thing th…”

Primary source nytimes.com ↗
Established Culture, work & education Analysis 9d ago
Silicon Valley language culture essay

Why Is Everyone in Silicon Valley Talking Like That?

1 directory member surfaced this signal.

Why this matches Questions & unknowns reaction 1 attributable expert contribution · Frank Pasquale
““Why describe beautiful, tender life in detached, algorithmic terms?” www.theatlantic.com/technology/2... Deep incuriosity about richer modes of thinking about mind, soul, & self, disguised as pragmatism & modesty.” evidence ↗
1 expert 1 community 1 sources clustered
Frank Pasquale

““Why describe beautiful, tender life in detached, algorithmic terms?” www.theatlantic.com/technology/2... Deep incuriosity about richer modes of thinking about mind, soul, & self, disguised as pragmatism & modesty.”

Primary source theatlantic.com ↗